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1. DSFormer DSFormer Public

   [Neural Networks 2025] Dual Selective Fusion Transformer Network for Hyperspectral Image Classification

   Python 84 4

2. MambaMoE MambaMoE Public

   [Information Fusion 2025] MambaMoE: Mixture-of-Spectral-Spatial-Experts State Space Model for Hyperspectral Image Classification

   Python 26

3. WHU-Sigma/HyperSIGMA WHU-Sigma/HyperSIGMA Public

   The official repo for [TPAMI'25] "HyperSIGMA: Hyperspectral Intelligence Comprehension Foundation Model"

   Python 334 28

4. S3ANet S3ANet Public

   [IEEE TGRS 2024] S3ANet: Spatial-Spectral Self-Attention Learning Network for Defending Against Adversarial Attacks in Hyperspectral Image Classification

   Python 37 4

5. PHDMamba PHDMamba Public

   [IEEE GRSL 2025] PHDMamba: Progressive Hybrid Mamba for Hyperspectral Image Classification

   Python 10

6. ChengxiHAN/HSANet ChengxiHAN/HSANet Public

   A Hybrid Self-Cross Attention Network For Remote Sensing Change Detection

   Python 14